9 citations · 22 across the 5 of their papers we have counts for
3 papers · 1 filter
Rediscovering the Mullins Effect With Deep Symbolic Regression
Rasul Abdusalamov, Jendrik Weise, Mikhail Itskov
The Mullins effect represents a softening phenomenon observed in rubber-like materials and soft biological tissues. It is usually accompanied by many other inelastic effects like f…
Automatic generation of interpretable hyperelastic material models by symbolic regression
Rasul Abdusalamov, Markus Hillgärtner, Mikhail Itskov
In this paper, we present a new procedure to automatically generate interpretable hyperelastic material models. This approach is based on symbolic regression which represents an ev…
A general isogeometric finite element formulation for rotation-free shells with in-plane bending of embedded fibers
Thang Xuan Duong, Mikhail Itskov, Roger Andrew Sauer
This paper presents a general, nonlinear isogeometric finite element formulation for rotation-free shells with embedded fibers that captures anisotropy in stretching, shearing, twi…